Loading, Cleaning, and Tidying the Data

Setting path to Excel files as variables

ko_path <- "data/OP_KO_scotopic_mod1.xlsx"
wt_path <- "data/OP_WT_scotopic_mod1.xlsx"

Creating functions for reading sheets into single df and extracting header names

  • Here, every sheet in the workbook is given an “id” (its sheet name) before they are concatenated into one large data frame
  • The first sheet is ignored since it does not adhere to the format of the rest
  • The first column of every sheet is removed since it contains redundant information
  • Ideally, I will not hard code the column range so that this would not break if more columns are added

mk_header utlizes xl_header1 and xl_concat to contruct a preliminary data frame by pulling header titles from two different rows within the excel file

#function for getting header information from continuous cells on the original excel spreadsheet
#from_sheet specifies which sheet to take the headers from in case there is one sheet where the header values are not representative of the rest
xl_header1 <- function(path, header_range, from_sheet) {
    header_names <- read_excel(path = path, range = header_range, sheet = from_sheet)
    names(header_names)
}

#function for dropping sheets from the workbook, setting range, concatenating remaining sheets into single df
xl_concat <- function(path, sheet_rm, range, col_names) {
  path %>% 
    excel_sheets() %>% 
    list.remove(sheet_rm) %>% 
    purrr::set_names() %>% 
    map_df(~ read_excel(path = path, sheet = .x, range = range, col_names = col_names), .id = "sheet")
}

mk_header <- function(xl_path, mouse_range, stat_range, data_range, rm_sheets) {
  
  #gather header names for mice and statistics
  mouse_names <- xl_header1(xl_path, mouse_range, 3)
  stat_names <- xl_header1(xl_path, stat_range, 3)
  final_header <- append(stat_names, mouse_names)
  
  
  #if last element of final header doesnt end in NA, duplicate last element
  #replace any mouse names that begin with "..." with NA
  
  final_header <- final_header %>% 
    str_replace("^\\.+", NA_character_)
  
  last_element <- tail(final_header,1)
  
  if(!is.na(last_element)){
    final_header <- append(final_header,last_element)
  }
  else {
    final_header <- final_header
  }
  
  #replace all NA values with the mouse name that preceeds it. Allows duplication for left and right eyes
  final_header <- final_header %>%
    tibble() %>%
    mutate(zoo::na.locf0(final_header)) %>%
    pull()
  
  xl_concat(xl_path, rm_sheets, data_range, final_header)
}


#building preliminary df
ko_sheets <- mk_header(ko_path,"E1:U1", "B2:D2", "B2:V1822", rm_sheets = c(1,2))
## New names:
## * `` -> ...2
## * `` -> ...4
## * `` -> ...6
## * `` -> ...8
## * `` -> ...10
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
## New names:
## * `050` -> `050...4`
## * `050` -> `050...5`
## * `056` -> `056...6`
## * `056` -> `056...7`
## * `060` -> `060...8`
## * ...
wt_sheets <- mk_header(wt_path, "E1:R1", "B2:D2", "B2:R1822", rm_sheets = c(1,2))
## New names:
## * `` -> ...2
## * `` -> ...4
## * `` -> ...6
## * `` -> ...8
## * `` -> ...10
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...
## New names:
## * `051` -> `051...4`
## * `051` -> `051...5`
## * `049` -> `049...6`
## * `049` -> `049...7`
## * `061` -> `061...8`
## * ...

Handling multi-header layout and building the data frame

  • When imported into a data frame, this data set has 2 headers
    • Header 1: Mouse code names (i.e. 051, 049, 061…)
    • Header 2: Time, Mean, SEM, and mouse eyes (Left vs Right)

one_header combines the two headers of the data set into one while merging “Left” and “Right” names with the appropriate mouse

  • use this function to re-write the name of the df used previously (e.g. “ko_sheets”, “wt_sheets”)
one_header <- function(df, xl_path, rm_sheets, data_range) {
  
  #get rid of the "..." in the mouse names
  final_header <- names(df) %>% 
    str_replace("\\..*", "")
  
  #accounts for the addition of the "sheet" column not in the excel file
  final_header <- final_header[-1]
  
  #setting up list for the loop ahead
  row1 <-as.list(df[1,])
  row1 <- row1[-1]
  ncols <- length(row1)
  
  #take the "left" and "right" designations from the second row and append them to the header name in first row
  for (n in 1:ncols){
  if(row1[n] == "Left" | row1[n] == "Right"){
    as.character(final_header, row1)
    final_header[n] <- paste0(final_header[n],sep = "_", row1[n])
    }
  }
  
  xl_concat(xl_path, rm_sheets, data_range, final_header)
}

#contructing final data frames
ko_sheets <- one_header(ko_sheets, ko_path, c(1,2),"B2:V1822")
head(ko_sheets)
wt_sheets <- one_header(wt_sheets, wt_path, c(1,2),"B2:R1822" )
head(wt_sheets)

Tidying the Data

tidy_mouse is a tidying function that performs the following operations:

  1. Remove all repeat header rows with no data (inlude the word “time”)
  2. Use pivot_longer to gather the data and separate single headers into multiple variables
tidy_mouse <- function(df) {
  
  df <- df %>% 
    filter(!Time == "Time")
  
  headers <- as.list(names(df))
  ncols <- ncol(df)
  start_col <- which(str_detect(headers, "_")) %>% 
  first()

  df <- df %>% 
    pivot_longer(cols = start_col:ncols, names_to = c("mouse", "eye"), values_to = "response", names_sep = "_") %>% 
    mutate(response = as.double(response),
           SEM = as.double(SEM),
           Mean = as.double(Mean),
           Time = as.integer(Time),
           eye = as.factor(eye),
           mouse = as.factor(mouse)
           )
  df
}

ko_sheets <- tidy_mouse(ko_sheets)
## Note: Using an external vector in selections is ambiguous.
## ℹ Use `all_of(start_col)` instead of `start_col` to silence this message.
## ℹ See <https://tidyselect.r-lib.org/reference/faq-external-vector.html>.
## This message is displayed once per session.
## Note: Using an external vector in selections is ambiguous.
## ℹ Use `all_of(ncols)` instead of `ncols` to silence this message.
## ℹ See <https://tidyselect.r-lib.org/reference/faq-external-vector.html>.
## This message is displayed once per session.
wt_sheets <- tidy_mouse(wt_sheets)

Combining Tidy Data Frames Before Plotting

Using bind_rows to preserve all columns

wt_ko_sheets <- bind_rows("ko_sheets" = ko_sheets, "wt_sheets" = wt_sheets, .id = "df_source")
wt_ko_sheets

Building Function for Finding Local Maxima and Minima

Employing the stat_peak function to detect local extrema. Excludes peaks and valleys that are within 10 peaks of the highest/lowest

  • The mouse_grapher function plots the local extrema on the OP data

    • The arguments span and threshold control the thresholding parameters of the extrema detection
mouse_grapher <- function(df, intensity, ms_code, time_window = 500, span = 7, threshold = 0.65, result = "both") {
    
  source_sheet <- NULL
   #identify the source sheet
   if (ms_code %in% ko_sheets$mouse == TRUE) {
     source_sheet <- "KO"
   }
   if (ms_code %in% wt_sheets$mouse){
     source_sheet <- "WT"
   }
  
  #plot the data and show local extrema
   mouse_plot <- df %>% 
    filter(mouse == ms_code , sheet == intensity , Time <= time_window, !is.na(response)) %>% 
    ggplot(aes(x = Time, y = response)) +
    geom_line(aes(color = eye), alpha = 0.7) +
    suppressWarnings(stat_peaks(aes(shape = eye, color = eye),
                                span = span, geom = "point", ignore_threshold = threshold, na.rm = TRUE))+
    suppressWarnings(stat_peaks(aes(color = eye, shape = eye),
               na.rm = TRUE,
               geom = "text", hjust = -0.2, vjust = 0.5, 
               angle = 90, check_overlap = TRUE, response.label.fmt = "i",
               span = span, ignore_threshold = threshold,
               alpha = 0.7))+
    facet_grid(~ eye, scales = "fixed", as.table = TRUE) +
    ggtitle(ms_code, subtitle = source_sheet)+
    theme_bw()+
     theme(plot.title = element_text(size = 15, face = "bold"),
           plot.subtitle = element_text(face = "italic"))
  
  #collect the extrema values in a table   
  OP_max <- layer_data(mouse_plot, i = 2L) %>% 
    select(x, y, shape) %>% 
    mutate(eye = case_when(
      shape == 16 ~ "Left",
      shape == 17 ~ "Right")) %>%
    select(-shape) %>%
    kable(
      caption = paste0("Mouse:", sep = " ", ms_code, "|", sep = " ", "Intensity: ", intensity, "|", sep = " ", "Source: ", source_sheet),
      align = "c") %>%
    row_spec(0, bold = TRUE) %>%
    kable_styling(bootstrap_options = c("striped", "condensed"),
                  full_width = T,
                  fixed_thead = T)

  if(result == "plot") {
  print(mouse_plot)
  }
  if(result == "table"){
  print(OP_max)
  }
  if(result == "both"){
    print(mouse_plot)
    OP_max
  }
}

Implementing mouse_grapher for each mouse and intensity

Loop that iterates through all Sheets and Mice

#These have been modified for loop testing purposes
sheets <- as.character(unique(ko_sheets$sheet))
mice <- as.character(unique(ko_sheets$mouse))
mice <- mice[!(mice %in% c("141", "113", "138"))]


#for loop attempt
for (i in sheets) {
  cat("  \n##", i, "{.tabset}", "  \n")
  for (j in mice) {
    cat("  \n###", "**Mouse: **", j, "  \n")
    mouse_grapher(wt_ko_sheets, intensity = i , ms_code = j , span = 7, threshold = 0.575, time_window = 300, result = "plot")
    cat("\n")
    as.data.frame(mouse_grapher(wt_ko_sheets, intensity = i , ms_code = j , span = 7, threshold = 0.575, time_window = 300, result = "table"))
  }
}

-4.14

Mouse: 050

Mouse: 050| Intensity: -4.14| Source: KO
x y eye
-8 1.24090 Left
-5 0.93769 Left
2 0.72840 Left
11 1.18818 Left
19 0.74225 Left
22 0.77808 Left
42 0.79360 Left
45 1.09540 Left
51 0.70456 Left
55 0.71596 Left
58 0.82595 Left
62 0.84566 Left
65 0.72742 Left
72 0.84322 Left
78 0.93558 Left
89 0.85115 Left
92 0.75238 Left
95 1.21664 Left
105 1.42383 Left
108 0.93613 Left
112 1.15605 Left
122 2.53817 Left
134 2.71242 Left
145 2.90210 Left
148 4.11104 Left
159 1.14890 Left
161 3.23271 Left
165 1.58283 Left
175 1.88722 Left
178 1.13469 Left
189 1.93200 Left
192 1.15978 Left
201 1.47764 Left
205 2.22281 Left
208 1.00918 Left
218 1.04208 Left
222 1.53311 Left
224 0.72452 Left
235 0.87503 Left
239 1.44728 Left
242 1.01779 Left
251 0.84159 Left
255 0.96318 Left
262 0.90501 Left
265 0.83069 Left
268 0.76210 Left
275 0.80591 Left
278 1.31225 Left
289 0.74009 Left
292 0.92626 Left
295 1.27285 Left
1 0.56982 Right
11 0.59240 Right
28 0.65983 Right
88 0.96296 Right
95 0.62551 Right
97 1.13759 Right
108 1.54760 Right
121 1.82385 Right
133 2.42247 Right
147 1.77486 Right
161 0.95166 Right
174 0.81856 Right
177 0.70893 Right
188 0.57954 Right
201 0.73861 Right
205 0.71567 Right
214 0.64410 Right
221 0.59125 Right
225 0.66259 Right
237 0.56248 Right
241 0.52801 Right
245 0.67274 Right
249 0.61189 Right
261 1.34024 Right
270 0.62529 Right
286 0.83588 Right
289 0.69621 Right

Mouse: 056

Mouse: 056| Intensity: -4.14| Source: KO
x y eye
-2 0.74412 Left
6 0.86474 Left
19 0.89774 Left
25 0.61109 Left
32 0.79786 Left
42 0.55217 Left
45 0.39189 Left
52 0.54301 Left
58 0.43984 Left
69 0.87290 Left
81 0.37701 Left
85 0.76270 Left
91 0.39294 Left
102 1.41235 Left
113 0.52472 Left
126 1.54179 Left
141 0.70765 Left
152 1.13606 Left
169 0.31913 Left
175 0.65776 Left
185 0.77410 Left
196 0.64786 Left
212 0.31161 Left
219 0.50028 Left
229 0.45905 Left
236 0.64882 Left
238 0.59527 Left
246 0.33586 Left
253 0.60360 Left
269 0.50844 Left
279 1.12072 Left
289 0.83260 Left
299 0.57214 Left
-8 0.23016 Right
0 0.26866 Right
15 0.18265 Right
26 0.26035 Right
34 0.32245 Right
55 0.22857 Right
65 0.31771 Right
86 0.51817 Right
96 0.80255 Right
107 1.02188 Right
121 1.12354 Right
133 0.73578 Right
146 0.49664 Right
148 0.50421 Right
160 0.33542 Right
177 0.17717 Right
189 0.19672 Right
206 0.32094 Right
222 0.36449 Right
249 0.21072 Right
272 0.33867 Right
283 0.25023 Right

Mouse: 060

Mouse: 060| Intensity: -4.14| Source: KO
x y eye
8 1.03097 Left
13 0.93419 Left
17 0.87888 Left
24 1.09941 Left
41 0.77241 Left
46 1.18018 Left
51 0.70802 Left
62 1.21492 Left
74 1.12476 Left
79 0.89640 Left
84 0.72848 Left
90 1.08791 Left
96 0.81737 Left
101 0.85746 Left
106 0.80887 Left
112 2.47438 Left
124 1.66278 Left
136 1.26088 Left
139 0.96891 Left
151 1.71050 Left
163 1.44973 Left
174 0.80314 Left
189 0.69422 Left
207 0.77940 Left
214 1.06463 Left
224 0.92220 Left
229 1.10075 Left
234 0.71373 Left
247 1.17762 Left
253 0.88933 Left
257 1.20506 Left
267 1.11444 Left
274 1.03156 Left
280 0.96994 Left
291 0.98368 Left
296 0.71724 Left
-8 0.76590 Right
-4 0.29981 Right
-1 0.45236 Right
4 0.70816 Right
9 0.62923 Right
11 0.28158 Right
16 0.71168 Right
22 1.16042 Right
24 0.37848 Right
27 0.40714 Right
32 0.70962 Right
37 0.53347 Right
42 0.58180 Right
44 0.46240 Right
48 0.30149 Right
51 0.20935 Right
55 0.41622 Right
61 0.87081 Right
65 0.88567 Right
70 0.58759 Right
77 1.21053 Right
88 0.50360 Right
92 1.05300 Right
101 0.31490 Right
105 1.23521 Right
111 0.22316 Right
115 0.98927 Right
128 0.57515 Right
132 0.78453 Right
135 0.46464 Right
138 0.35481 Right
143 0.62343 Right
147 0.31017 Right
151 0.18528 Right
154 0.69778 Right
160 0.47550 Right
163 0.32018 Right
167 0.64692 Right
171 0.57777 Right
175 0.96699 Right
182 0.75450 Right
184 0.45096 Right
187 0.72519 Right
193 0.63822 Right
198 0.62708 Right
204 0.75382 Right
209 0.33751 Right
211 0.26431 Right
214 0.78214 Right
216 0.79583 Right
221 0.70907 Right
225 0.59106 Right
232 0.76124 Right
238 0.96769 Right
244 0.50416 Right
250 0.47157 Right
254 0.71585 Right
258 0.33815 Right
261 0.83424 Right
266 0.88818 Right
270 0.60097 Right
274 0.43247 Right
278 0.57954 Right
281 0.64146 Right
287 0.91494 Right
292 0.47473 Right
297 0.42532 Right

Mouse: 068

Mouse: 068| Intensity: -4.14| Source: KO
x y eye
-6 3.10710 Left
0 2.15748 Left
3 1.62493 Left
7 1.58400 Left
10 3.38331 Left
17 1.94278 Left
21 1.48043 Left
24 2.47035 Left
27 3.05948 Left
30 1.70154 Left
33 0.93327 Left
36 2.02829 Left
40 2.82826 Left
43 3.00203 Left
47 1.45356 Left
50 0.85828 Left
54 1.65256 Left
57 2.15815 Left
60 0.90843 Left
67 1.73679 Left
70 2.74765 Left
73 2.34227 Left
77 2.31523 Left
84 2.27592 Left
86 2.94059 Left
90 2.19774 Left
93 1.48113 Left
98 1.10108 Left
100 2.05773 Left
107 4.53820 Left
110 4.83212 Left
117 0.99766 Left
120 3.61080 Left
123 1.76257 Left
127 1.60165 Left
130 2.95525 Left
133 1.87961 Left
140 2.20037 Left
143 4.71480 Left
147 1.27036 Left
150 1.29659 Left
153 1.82112 Left
157 2.70707 Left
160 2.72199 Left
163 1.21144 Left
167 2.21317 Left
170 1.71209 Left
173 1.89101 Left
177 2.97054 Left
183 2.06602 Left
186 2.14409 Left
190 2.75237 Left
194 3.01050 Left
197 1.03786 Left
200 1.75438 Left
204 2.80612 Left
207 1.35750 Left
210 2.26663 Left
213 1.52755 Left
217 2.24405 Left
220 2.06290 Left
223 2.79209 Left
227 2.44465 Left
233 1.28440 Left
236 1.45042 Left
240 2.25231 Left
243 2.81828 Left
247 1.01660 Left
250 2.51107 Left
257 1.41573 Left
260 2.09887 Left
263 1.96320 Left
267 2.34180 Left
273 2.35012 Left
277 2.94408 Left
283 0.95054 Left
286 2.53264 Left
290 1.75877 Left
293 4.10340 Left
297 0.92741 Left
34 0.66501 Right
93 1.48888 Right
104 2.62403 Right
117 2.43327 Right
128 1.56962 Right
141 1.13605 Right
184 0.66432 Right
217 0.80435 Right
230 0.79108 Right
258 0.68376 Right
273 0.68627 Right
280 0.73507 Right

Mouse: 075

Mouse: 075| Intensity: -4.14| Source: KO
x y eye
-4 1.35210 Left
0 1.50556 Left
6 1.57890 Left
11 1.06047 Left
16 1.38976 Left
18 0.92108 Left
22 0.90763 Left
29 1.24692 Left
33 1.01621 Left
38 1.30071 Left
44 1.08332 Left
50 0.84628 Left
56 1.56112 Left
62 0.88138 Left
66 1.04020 Left
68 0.81851 Left
78 1.36370 Left
83 1.10543 Left
85 0.93571 Left
92 1.73260 Left
95 1.15755 Left
99 1.09918 Left
109 1.87864 Left
118 2.74117 Left
122 1.74000 Left
132 2.05416 Left
135 1.21500 Left
144 3.40750 Left
156 2.99133 Left
172 2.97764 Left
185 1.80626 Left
189 1.31977 Left
202 1.36742 Left
206 0.93108 Left
212 0.97751 Left
216 1.07074 Left
223 1.24461 Left
228 0.86408 Left
233 0.86502 Left
239 1.25717 Left
244 1.34392 Left
249 0.81344 Left
256 1.49793 Left
261 0.78940 Left
266 1.04518 Left
268 1.08835 Left
272 1.63591 Left
278 0.73832 Left
284 1.01196 Left
289 1.11773 Left
294 1.32697 Left
-7 0.80990 Right
-2 0.36678 Right
2 0.23704 Right
9 0.65230 Right
13 0.26246 Right
16 0.46924 Right
20 0.31052 Right
26 0.39140 Right
29 0.40084 Right
36 0.65663 Right
39 0.31978 Right
42 0.44950 Right
47 0.24171 Right
50 0.34661 Right
52 0.64870 Right
59 0.53630 Right
62 0.29455 Right
65 0.34778 Right
69 0.50129 Right
76 0.59885 Right
81 0.31335 Right
86 0.38555 Right
89 0.35529 Right
92 0.56051 Right
98 0.73260 Right
102 0.37679 Right
109 0.74451 Right
112 0.52938 Right
120 0.62093 Right
122 0.62598 Right
132 0.63429 Right
136 0.63175 Right
142 0.29145 Right
149 0.43992 Right
152 0.31972 Right
155 0.24747 Right
159 0.61080 Right
164 0.26339 Right
170 0.41410 Right
175 0.42773 Right
179 0.43500 Right
182 0.36753 Right
185 0.23071 Right
188 0.22207 Right
192 0.71422 Right
196 0.25584 Right
198 0.22894 Right
203 0.29433 Right
205 0.19845 Right
209 0.54935 Right
213 0.11053 Right
216 0.18110 Right
220 0.57608 Right
222 0.13880 Right
226 0.69749 Right
232 0.45259 Right
236 0.45392 Right
243 0.87449 Right
246 0.31559 Right
248 0.68912 Right
253 0.41445 Right
259 0.54951 Right
264 0.19030 Right
266 0.31981 Right
269 0.79247 Right
275 0.62379 Right
279 0.38221 Right
282 0.39194 Right
287 0.25487 Right
292 0.52636 Right

Mouse: 079

Mouse: 079| Intensity: -4.14| Source: KO
x y eye
-6 3.96400 Left
0 2.42954 Left
4 3.70319 Left
10 3.59610 Left
16 2.80971 Left
20 3.45642 Left
27 4.64489 Left
33 3.09446 Left
37 3.89924 Left
43 4.59864 Left
47 1.82123 Left
49 2.16783 Left
54 3.88670 Left
60 4.18862 Left
66 2.80696 Left
70 3.14722 Left
77 4.35502 Left
83 3.00271 Left
88 2.52598 Left
93 2.95886 Left
99 3.10899 Left
104 3.39523 Left
110 4.41690 Left
116 3.00628 Left
120 3.69894 Left
127 3.85094 Left
132 2.13214 Left
137 4.10220 Left
143 4.86914 Left
148 2.59659 Left
154 3.39773 Left
160 4.17697 Left
166 2.52208 Left
170 3.00886 Left
177 3.75992 Left
183 2.90606 Left
187 2.74069 Left
193 4.08674 Left
200 1.93284 Left
204 3.43778 Left
210 3.63233 Left
216 2.92286 Left
220 2.54934 Left
227 3.88445 Left
232 2.37608 Left
237 3.11783 Left
243 3.93361 Left
250 2.47712 Left
254 3.37407 Left
260 3.30722 Left
266 2.41084 Left
270 3.41733 Left
277 4.28779 Left
283 2.53915 Left
287 3.57054 Left
293 3.93625 Left
1 0.52698 Right
8 0.33622 Right
24 0.36163 Right
51 0.28499 Right
58 0.33326 Right
68 0.26866 Right
75 0.42901 Right
84 0.57229 Right
91 0.38216 Right
95 0.28346 Right
102 0.88839 Right
114 1.13062 Right
128 1.29556 Right
141 0.94248 Right
151 0.63141 Right
165 0.22187 Right
169 0.53177 Right
180 0.37165 Right
191 0.30397 Right
196 0.31030 Right
201 0.22972 Right
208 0.40029 Right
218 0.27802 Right
241 0.34724 Right
252 0.36296 Right
257 0.33680 Right
264 0.22577 Right
267 0.21765 Right
285 0.45897 Right

-3.3

Mouse: 050

Mouse: 050| Intensity: -3.3| Source: KO
x y eye
65 2.64109 Left
82 3.63494 Left
93 9.72388 Left
104 15.20223 Left
115 17.60423 Left
128 11.85135 Left
143 8.54520 Left
155 6.67451 Left
171 4.37648 Left
188 2.56533 Left
2 0.54632 Right
5 0.55748 Right
11 0.68986 Right
30 0.76806 Right
34 0.59462 Right
42 0.60399 Right
45 0.61215 Right
57 1.15812 Right
67 0.78118 Right
74 1.34786 Right
78 0.58614 Right
85 2.66168 Right
95 1.66631 Right
100 1.38191 Right
111 4.34439 Right
122 4.06756 Right
136 2.52697 Right
151 1.57587 Right
163 1.40711 Right
178 0.60005 Right
184 0.70833 Right
207 0.69662 Right
219 0.53875 Right
223 0.56708 Right
234 0.85760 Right
242 0.54229 Right
257 0.88958 Right
269 0.77539 Right
278 0.77609 Right
295 0.61200 Right
297 0.57191 Right

Mouse: 056

Mouse: 056| Intensity: -3.3| Source: KO
x y eye
76 3.90458 Left
87 3.90648 Left
97 13.66907 Left
107 17.45385 Left
120 19.70325 Left
133 13.99010 Left
147 7.14841 Left
161 4.80046 Left
176 2.75995 Left
1 0.71079 Right
18 0.46821 Right
24 0.49785 Right
29 0.43446 Right
41 0.60967 Right
45 0.53214 Right
52 0.90722 Right
62 1.07191 Right
72 1.79884 Right
84 2.31778 Right
93 2.60034 Right
103 2.09972 Right
115 3.86544 Right
128 2.86416 Right
140 2.83542 Right
152 2.46112 Right
167 1.21577 Right
179 1.10342 Right
196 1.06131 Right
207 0.80842 Right
218 0.73892 Right
228 0.55197 Right
239 0.46064 Right
251 0.89641 Right
262 0.84203 Right
274 0.52216 Right
284 0.61158 Right
291 0.89389 Right

Mouse: 060

Mouse: 060| Intensity: -3.3| Source: KO
x y eye
-4 2.14021 Left
1 3.59006 Left
6 2.50817 Left
12 2.55420 Left
17 2.99478 Left
22 2.61732 Left
29 2.67114 Left
34 2.83954 Left
40 2.48457 Left
51 3.07184 Left
56 3.07646 Left
67 6.65105 Left
79 6.52727 Left
88 4.55642 Left
96 13.05926 Left
107 15.27006 Left
121 8.70674 Left
134 7.90614 Left
146 4.79200 Left
156 2.30107 Left
162 2.23485 Left
167 3.69672 Left
173 2.43297 Left
184 3.62148 Left
190 3.04936 Left
200 3.03610 Left
206 2.24385 Left
212 2.38237 Left
217 3.61973 Left
224 2.58840 Left
229 2.74059 Left
234 2.33401 Left
240 2.01846 Left
246 2.77912 Left
250 3.36771 Left
257 2.30038 Left
267 3.21445 Left
273 3.00961 Left
279 2.73238 Left
284 2.79461 Left
290 2.32167 Left
295 2.44542 Left
-8 2.45354 Right
9 2.34323 Right
54 2.09197 Right
71 3.15664 Right
81 6.54013 Right
92 2.67182 Right
98 7.31203 Right
109 9.52975 Right
120 7.51982 Right
132 6.79707 Right
142 4.46553 Right
154 2.91218 Right
170 2.26165 Right
181 1.97364 Right
204 2.16657 Right
209 2.21160 Right
220 2.19187 Right
231 2.35741 Right
237 1.95926 Right
247 2.31678 Right
259 2.17158 Right
265 2.41730 Right
287 1.97176 Right

Mouse: 068

Mouse: 068| Intensity: -3.3| Source: KO
x y eye
-7 7.44182 Left
-3 5.35533 Left
-1 4.79697 Left
2 6.95799 Left
6 8.21332 Left
9 7.98049 Left
13 6.62051 Left
16 6.94811 Left
19 5.72263 Left
22 5.71706 Left
26 7.77477 Left
29 6.71014 Left
32 4.19599 Left
36 6.68159 Left
39 8.07158 Left
42 4.99081 Left
46 4.76014 Left
49 6.49413 Left
53 7.41471 Left
56 7.25317 Left
63 9.49122 Left
65 7.07489 Left
72 7.96773 Left
76 5.71834 Left
80 8.87289 Left
82 15.43829 Left
89 28.13499 Left
102 30.57777 Left
112 29.39658 Left
123 19.53897 Left
126 19.08839 Left
136 14.54331 Left
139 8.76659 Left
146 6.94264 Left
149 7.79666 Left
152 5.20472 Left
156 5.97941 Left
159 4.87889 Left
163 7.25167 Left
166 6.45007 Left
169 6.90954 Left
172 9.19014 Left
176 5.51514 Left
179 5.31749 Left
182 8.10490 Left
186 9.06686 Left
189 8.79213 Left
193 7.26398 Left
196 5.78434 Left
200 4.15748 Left
203 6.01620 Left
206 8.85449 Left
209 3.69277 Left
212 3.61376 Left
215 4.90245 Left
219 8.08841 Left
222 7.97650 Left
226 4.76449 Left
229 5.84533 Left
232 6.48896 Left
236 7.26674 Left
239 7.20900 Left
242 5.39607 Left
246 6.35300 Left
249 7.53706 Left
252 8.21829 Left
255 7.11125 Left
259 11.38186 Left
263 4.82238 Left
269 9.23321 Left
272 9.69092 Left
276 5.02711 Left
279 6.00948 Left
282 7.02363 Left
286 6.29569 Left
289 6.17459 Left
292 6.85768 Left
295 3.97438 Left
299 8.50665 Left
67 5.55242 Right
77 3.77012 Right
86 4.50777 Right
94 8.20202 Right
106 11.74019 Right
117 8.79378 Right
128 7.88649 Right
140 4.85296 Right
153 2.56086 Right
203 2.19047 Right

Mouse: 075

Mouse: 075| Intensity: -3.3| Source: KO
x y eye
92 12.18773 Left
102 23.54864 Left
113 33.09711 Left
126 24.80988 Left
139 17.84390 Left
151 13.26239 Left
163 7.21653 Left
-6 0.67731 Right
-2 0.53984 Right
4 0.79856 Right
10 0.90635 Right
16 0.75879 Right
21 0.96412 Right
27 0.73067 Right
32 0.58165 Right
38 0.87057 Right
44 0.62143 Right
49 0.60781 Right
54 0.69926 Right
61 1.37935 Right
71 1.38158 Right
81 1.52375 Right
93 1.72548 Right
103 1.74411 Right
115 2.04558 Right
127 1.58942 Right
138 2.27815 Right
150 1.39146 Right
154 0.53186 Right
160 0.70984 Right
164 0.57522 Right
171 0.83884 Right
176 0.73107 Right
188 0.83619 Right
193 0.70218 Right
204 1.02986 Right
211 0.86448 Right
221 0.78701 Right
232 0.70005 Right
244 0.84254 Right
248 0.93110 Right
254 0.72936 Right
261 0.65009 Right
271 1.05881 Right
277 0.73039 Right
282 0.69658 Right
288 0.60018 Right
293 0.92668 Right
298 0.55800 Right

Mouse: 079

Mouse: 079| Intensity: -3.3| Source: KO
x y eye
-2 5.15138 Left
2 5.37911 Left
8 4.87738 Left
13 4.39011 Left
19 5.06425 Left
24 4.98391 Left
29 3.37019 Left
35 5.34820 Left
41 3.76164 Left
47 3.49937 Left
52 5.28894 Left
58 5.38342 Left
64 3.21184 Left
69 4.98255 Left
74 2.86047 Left
80 3.66145 Left
86 3.33238 Left
91 4.56635 Left
96 2.93023 Left
102 6.28106 Left
108 4.79429 Left
111 4.24167 Left
119 4.48321 Left
123 5.15953 Left
131 3.00564 Left
135 6.98737 Left
141 3.32395 Left
146 4.80690 Left
152 4.67835 Left
158 2.71692 Left
164 4.53845 Left
169 2.86437 Left
174 5.61906 Left
179 3.46650 Left
185 4.55686 Left
191 3.83860 Left
197 4.34089 Left
202 3.82275 Left
208 4.97803 Left
213 3.16499 Left
219 5.84080 Left
224 4.13825 Left
229 4.37541 Left
235 4.03939 Left
241 4.37924 Left
247 3.59812 Left
252 7.62643 Left
258 4.89526 Left
264 3.20613 Left
269 6.15682 Left
274 4.13667 Left
279 3.25585 Left
286 3.84119 Left
291 3.55518 Left
296 3.92518 Left
-6 0.36418 Right
0 0.46848 Right
12 0.38430 Right
17 0.35344 Right
22 0.60052 Right
28 0.44709 Right
39 0.36467 Right
46 0.59526 Right
56 0.77068 Right
64 0.70663 Right
73 2.23096 Right
84 2.24130 Right
95 1.98186 Right
106 1.34125 Right
116 0.78051 Right
129 0.42023 Right
133 0.52539 Right
137 0.32234 Right
149 1.09279 Right
162 0.67448 Right
177 0.53753 Right
179 0.58812 Right
182 0.29395 Right
188 0.51948 Right
193 0.37960 Right
206 0.34016 Right
211 0.48754 Right
215 0.43425 Right
227 0.53493 Right
233 0.47195 Right
244 0.38618 Right
251 0.83412 Right
254 0.41755 Right
265 0.29802 Right
273 0.33765 Right
277 0.43863 Right
287 0.33162 Right
292 0.46358 Right
295 0.47474 Right

-2.99

Mouse: 050

Mouse: 050| Intensity: -2.99| Source: KO
x y eye
61 2.27020 Left
73 8.18986 Left
84 17.70329 Left
94 27.46533 Left
106 26.44194 Left
119 16.68607 Left
133 11.23443 Left
146 5.50480 Left
161 2.44883 Left
52 1.89829 Right
71 2.81999 Right
83 6.04715 Right
94 6.27500 Right
105 4.16918 Right
119 1.57398 Right
126 2.37732 Right
129 1.49083 Right
176 1.24059 Right

Mouse: 056

Mouse: 056| Intensity: -2.99| Source: KO
x y eye
68 7.52026 Left
78 9.20344 Left
88 30.34233 Left
99 37.34765 Left
112 30.18755 Left
125 17.47209 Left
140 9.38962 Left
153 4.31123 Left
-2 0.44048 Right
10 0.43498 Right
20 0.62844 Right
31 0.36880 Right
38 0.50533 Right
40 0.35046 Right
50 0.97975 Right
58 1.09300 Right
68 3.32259 Right
80 3.42298 Right
94 0.78440 Right
96 0.57940 Right
108 1.92207 Right
121 0.46424 Right
127 1.25626 Right
131 0.38139 Right
144 0.76515 Right
147 0.64684 Right
154 0.33127 Right
164 0.37270 Right
171 0.48688 Right
177 0.38806 Right
187 0.92832 Right
194 0.46506 Right
198 0.35685 Right
210 0.81635 Right
221 0.53407 Right
231 0.44244 Right
237 0.34668 Right
254 0.83162 Right
276 0.63154 Right
294 0.52746 Right
298 0.63673 Right

Mouse: 060

Mouse: 060| Intensity: -2.99| Source: KO
x y eye
61 9.40655 Left
71 8.97633 Left
79 20.93022 Left
89 31.52405 Left
100 29.81315 Left
112 17.55560 Left
123 9.92619 Left
64 5.37343 Right
74 5.50990 Right
81 9.60807 Right
91 21.39770 Right
102 24.72801 Right
113 17.67434 Right
124 13.09921 Right
136 9.75056 Right
147 6.05079 Right

Mouse: 068

Mouse: 068| Intensity: -2.99| Source: KO
x y eye
57 6.21205 Left
59 7.78246 Left
66 8.21484 Left
73 20.25145 Left
83 37.98048 Left
93 26.74957 Left
104 16.42025 Left
116 13.97998 Left
126 8.38405 Left
47 3.71571 Right
55 2.05759 Right
63 8.97708 Right
74 8.11814 Right
85 6.25469 Right
99 6.43879 Right
109 2.28325 Right
119 3.29865 Right
130 1.45572 Right
206 1.75140 Right
214 1.64897 Right
227 2.34437 Right

Mouse: 075

Mouse: 075| Intensity: -2.99| Source: KO
x y eye
64 6.28916 Left
83 19.31009 Left
93 34.24790 Left
105 30.29612 Left
118 21.03494 Left
129 13.53266 Left
-1 0.64378 Right
7 0.85435 Right
27 0.76328 Right
50 1.25012 Right
57 1.07248 Right
67 2.56590 Right
77 2.28998 Right
87 2.19331 Right
98 3.37449 Right
110 3.73681 Right
122 3.32485 Right
134 1.76395 Right
146 1.71948 Right
149 1.38149 Right
159 1.09056 Right
172 0.99150 Right
183 0.61733 Right
188 0.68826 Right
195 0.65436 Right
206 0.64308 Right
216 0.70884 Right
223 0.70544 Right
227 0.65881 Right
233 0.92248 Right
245 0.62128 Right
254 0.79650 Right
256 0.71011 Right
270 0.69043 Right
283 0.77820 Right
294 0.70431 Right
296 0.74792 Right

Mouse: 079

Mouse: 079| Intensity: -2.99| Source: KO
x y eye
-4 6.97147 Left
0 6.44701 Left
6 11.68194 Left
12 8.01017 Left
17 7.15842 Left
23 10.13228 Left
29 8.09613 Left
33 5.51339 Left
40 10.07295 Left
46 6.99733 Left
49 5.29400 Left
56 10.25674 Left
62 7.28453 Left
67 6.69036 Left
73 8.47112 Left
79 8.71579 Left
83 6.04540 Left
90 15.12527 Left
100 13.05478 Left
106 6.63586 Left
112 11.35669 Left
116 5.34101 Left
123 10.05607 Left
126 4.61848 Left
129 6.72847 Left
134 4.90645 Left
140 11.04629 Left
146 4.80341 Left
150 5.65022 Left
156 8.53740 Left
163 6.96637 Left
166 6.56219 Left
173 8.20804 Left
179 6.83561 Left
184 5.57987 Left
190 9.39669 Left
196 7.00785 Left
199 4.74623 Left
206 9.05348 Left
212 6.60642 Left
216 6.66758 Left
223 10.07907 Left
229 8.21896 Left
233 6.34968 Left
240 8.55345 Left
246 8.91786 Left
249 5.63128 Left
256 9.46997 Left
262 6.83983 Left
267 6.50131 Left
273 8.96685 Left
279 8.78011 Left
283 6.92912 Left
290 10.35471 Left
296 8.52159 Left
-7 0.73741 Right
21 0.74921 Right
42 0.76623 Right
53 1.46186 Right
60 0.98037 Right
70 2.72692 Right
80 2.60248 Right
88 1.76274 Right
99 3.28392 Right
110 2.40109 Right
124 1.63251 Right
137 1.22408 Right
154 0.85800 Right
165 0.84614 Right
214 0.71998 Right
253 0.77686 Right
270 0.97213 Right
280 0.73967 Right
293 0.73578 Right

-2.68

Mouse: 050

Mouse: 050| Intensity: -2.68| Source: KO
x y eye
54 3.66350 Left
66 9.91396 Left
76 22.57444 Left
86 31.88381 Left
97 28.57767 Left
110 17.13575 Left
124 7.82215 Left
137 3.34928 Left
49 4.36790 Right
61 3.34748 Right
81 8.89361 Right
93 10.86810 Right
105 6.87692 Right
118 2.89441 Right

Mouse: 056

Mouse: 056| Intensity: -2.68| Source: KO
x y eye
62 7.93946 Left
72 19.58319 Left
82 37.67215 Left
93 35.18264 Left
105 20.05901 Left
119 8.69165 Left
132 4.60732 Left
36 0.89321 Right
48 2.34254 Right
56 1.01691 Right
66 2.74242 Right
79 6.00044 Right
94 3.70085 Right
106 5.28877 Right
119 2.51567 Right
135 1.14195 Right
146 1.09984 Right

Mouse: 060

Mouse: 060| Intensity: -2.68| Source: KO
x y eye
1 4.42177 Left
8 3.29067 Left
13 3.27251 Left
18 4.29901 Left
24 3.26677 Left
30 3.57145 Left
42 3.58447 Left
46 5.13297 Left
57 15.34973 Left
65 18.22153 Left
73 35.11933 Left
83 30.01745 Left
94 20.42614 Left
107 8.52090 Left
118 6.91561 Left
130 5.40094 Left
135 4.50206 Left
141 3.46568 Left
152 3.71693 Left
158 4.42442 Left
168 4.41133 Left
174 3.59898 Left
180 3.13394 Left
185 3.26373 Left
191 3.97040 Left
196 3.97053 Left
202 3.68772 Left
208 4.07523 Left
218 4.43763 Left
224 4.06680 Left
235 3.46673 Left
241 3.61834 Left
252 3.20222 Left
258 3.75909 Left
263 3.27196 Left
268 3.81946 Left
274 3.72071 Left
285 3.58961 Left
291 3.79908 Left
-6 2.43502 Right
0 2.21928 Right
5 2.30847 Right
10 2.38893 Right
16 3.36009 Right
22 2.09769 Right
26 1.96569 Right
32 2.89453 Right
44 3.82516 Right
57 7.46813 Right
66 9.94291 Right
74 20.62886 Right
84 26.21812 Right
95 22.60205 Right
106 13.20926 Right
117 9.12064 Right
129 3.18718 Right
132 3.48874 Right
139 2.27420 Right
143 3.78225 Right
156 2.92855 Right
160 2.25084 Right
166 3.16209 Right
182 2.77046 Right
188 2.44352 Right
193 2.05687 Right
199 2.83621 Right
205 2.58960 Right
210 1.96376 Right
216 2.35252 Right
226 2.42216 Right
238 2.02929 Right
243 2.67219 Right
249 2.88714 Right
266 2.95656 Right
276 2.19529 Right
283 2.36232 Right
288 2.26551 Right
293 2.16387 Right

Mouse: 068

Mouse: 068| Intensity: -2.68| Source: KO
x y eye
-2 6.51585 Left
7 6.79136 Left
14 4.92110 Left
23 4.51839 Left
30 4.55919 Left
40 5.59519 Left
53 10.81227 Left
60 12.74006 Left
68 29.24558 Left
77 39.76352 Left
88 23.76038 Left
98 10.26378 Left
107 4.99712 Left
114 5.58573 Left
140 6.41456 Left
147 4.92177 Left
157 4.85265 Left
163 7.40881 Left
190 7.07517 Left
207 5.16370 Left
230 4.71136 Left
240 6.45662 Left
257 6.45024 Left
274 4.57887 Left
280 4.47755 Left
290 4.96828 Left
297 4.55720 Left
44 4.86833 Right
53 6.41123 Right
62 9.37425 Right
71 17.17857 Right
81 14.32082 Right
92 10.37684 Right
103 5.07563 Right
115 4.71851 Right

Mouse: 075

Mouse: 075| Intensity: -2.68| Source: KO
x y eye
58 10.15779 Left
68 12.57555 Left
77 38.07630 Left
87 47.70987 Left
99 33.53798 Left
111 15.95215 Left
124 9.28534 Left
5 1.31210 Right
45 1.41994 Right
55 1.28272 Right
64 1.32298 Right
79 3.61701 Right
90 5.89687 Right
102 4.43634 Right
115 2.97981 Right
134 1.08494 Right
250 1.29409 Right
261 1.10110 Right

Mouse: 079

Mouse: 079| Intensity: -2.68| Source: KO
x y eye
-2 4.85158 Left
1 1.26605 Left
4 3.94640 Left
8 3.04931 Left
10 2.22956 Left
14 4.84926 Left
18 1.26936 Left
21 4.56033 Left
26 3.76217 Left
31 3.99185 Left
34 0.78497 Left
37 6.06966 Left
41 4.98820 Left
48 5.81600 Left
51 1.17848 Left
54 4.93103 Left
58 2.97636 Left
64 8.51063 Left
70 3.42889 Left
75 7.73340 Left
81 11.29962 Left
84 9.12251 Left
93 11.74098 Left
98 2.39986 Left
104 8.39795 Left
108 7.05523 Left
114 2.62584 Left
117 5.76917 Left
120 7.19971 Left
125 1.45073 Left
128 0.33097 Left
131 6.59237 Left
134 1.53131 Left
137 4.25222 Left
141 2.94966 Left
144 3.08625 Left
148 5.72156 Left
154 5.08600 Left
158 4.03263 Left
164 7.71490 Left
171 4.60443 Left
175 2.99920 Left
181 5.10190 Left
184 1.51269 Left
187 5.44548 Left
191 3.05738 Left
194 2.15542 Left
198 5.27329 Left
201 0.21300 Left
204 5.79950 Left
208 3.39369 Left
211 1.55791 Left
214 7.32491 Left
218 1.02923 Left
221 5.53211 Left
225 2.64815 Left
227 2.51513 Left
231 5.82077 Left
234 0.53032 Left
237 7.00454 Left
241 4.66374 Left
248 7.10057 Left
250 1.09295 Left
254 3.81688 Left
258 3.39595 Left
260 2.28127 Left
264 6.51744 Left
267 2.80596 Left
271 7.30725 Left
275 4.62611 Left
277 2.58384 Left
281 5.66070 Left
284 1.28776 Left
287 6.12347 Left
291 3.11156 Left
293 2.43100 Left
298 5.30046 Left
38 0.95255 Right
49 2.25584 Right
58 1.96328 Right
68 3.72366 Right
80 3.38455 Right
91 2.79506 Right
102 2.70185 Right
116 1.30490 Right
128 1.54344 Right
152 0.92284 Right
239 0.76229 Right
255 0.78976 Right

-2.12

Mouse: 050

Mouse: 050| Intensity: -2.12| Source: KO
x y eye
-4 1.34714 Left
1 2.26969 Left
7 2.02309 Left
12 1.59848 Left
18 2.37182 Left
24 1.74205 Left
29 2.14526 Left
35 2.97584 Left
46 8.40923 Left
57 19.64693 Left
67 28.06960 Left
76 28.06506 Left
89 15.47989 Left
101 9.00723 Left
112 1.80441 Left
117 4.45363 Left
130 1.17679 Left
135 3.56447 Left
140 2.10511 Left
146 1.53073 Left
151 2.69470 Left
157 2.04878 Left
162 1.66430 Left
168 2.68176 Left
174 1.82545 Left
179 2.28065 Left
184 1.93665 Left
191 1.55243 Left
196 1.70160 Left
201 2.47270 Left
206 1.75111 Left
212 1.89931 Left
218 2.11885 Left
224 1.84508 Left
229 1.76899 Left
235 1.66631 Left
241 1.76647 Left
246 1.82414 Left
251 2.21602 Left
257 1.72201 Left
262 2.43845 Left
268 2.15013 Left
274 1.64157 Left
279 2.04111 Left
285 2.20730 Left
290 1.79194 Left
296 1.86262 Left
44 5.13743 Right
54 13.26365 Right
63 19.67042 Right
73 25.08919 Right
83 17.32882 Right
95 7.84280 Right

Mouse: 056

Mouse: 056| Intensity: -2.12| Source: KO
x y eye
45 8.02873 Left
56 19.18065 Left
65 31.03889 Left
76 25.95077 Left
87 12.14700 Left
45 4.94363 Right
55 7.55149 Right
64 11.59686 Right
73 10.64237 Right
84 6.39230 Right
95 1.95578 Right

Mouse: 060

Mouse: 060| Intensity: -2.12| Source: KO
x y eye
40 12.88681 Left
50 37.09819 Left
58 46.62788 Left
67 52.49015 Left
77 27.51009 Left
88 9.38727 Left
41 8.90999 Right
51 34.90901 Right
59 48.99554 Right
68 63.41384 Right
78 39.14611 Right
89 20.02018 Right

Mouse: 068

Mouse: 068| Intensity: -2.12| Source: KO
x y eye
-5 4.63859 Left
-3 2.79202 Left
0 5.10659 Left
4 2.62770 Left
7 4.67522 Left
11 6.23366 Left
17 3.75553 Left
21 3.13493 Left
24 5.88262 Left
27 3.09935 Left
30 3.04363 Left
38 12.11740 Left
47 27.70315 Left
54 29.35257 Left
63 25.55017 Left
74 14.11873 Left
84 5.77109 Left
87 4.61796 Left
90 4.93020 Left
94 2.02846 Left
100 3.15497 Left
104 1.99474 Left
107 2.60923 Left
111 3.01597 Left
117 3.19207 Left
121 2.36212 Left
124 2.96538 Left
127 3.50232 Left
133 3.93767 Left
137 3.27912 Left
140 4.02482 Left
144 3.21515 Left
147 3.21770 Left
150 6.89399 Left
154 3.09870 Left
157 2.95768 Left
161 5.25928 Left
167 6.10384 Left
171 2.79815 Left
173 3.16069 Left
177 4.34081 Left
180 2.20555 Left
183 5.16863 Left
187 2.98475 Left
190 3.73996 Left
194 3.08417 Left
201 4.47041 Left
204 3.52533 Left
207 5.09304 Left
211 5.37560 Left
217 4.69296 Left
221 3.23428 Left
224 5.12571 Left
227 2.50288 Left
234 4.77835 Left
237 2.01482 Left
240 5.14579 Left
244 3.62496 Left
247 2.61640 Left
250 4.52055 Left
257 3.45051 Left
261 6.14475 Left
264 3.55236 Left
267 3.57010 Left
271 2.27315 Left
273 6.57984 Left
287 16.54048 Left
294 18.15781 Left
49 9.90197 Right
56 11.58172 Right
65 26.67266 Right
75 18.02896 Right
87 8.16826 Right

Mouse: 075

Mouse: 075| Intensity: -2.12| Source: KO
x y eye
26 3.11790 Left
29 4.71145 Left
42 14.83007 Left
53 40.03363 Left
62 40.01167 Left
72 32.19481 Left
82 17.04845 Left
95 3.10523 Left
103 4.15814 Left
105 4.48309 Left
129 3.98753 Left
269 3.16401 Left
53 7.32240 Right
62 10.62344 Right
71 15.81343 Right
82 13.87229 Right
94 8.13778 Right

Mouse: 079

Mouse: 079| Intensity: -2.12| Source: KO
x y eye
-3 5.65682 Left
0 3.88295 Left
7 5.24078 Left
10 4.54982 Left
13 4.47309 Left
16 4.00982 Left
23 6.92977 Left
30 4.97530 Left
33 4.49462 Left
40 5.37049 Left
43 4.65827 Left
46 6.26775 Left
57 10.29879 Left
66 8.11128 Left
73 12.61537 Left
76 4.30368 Left
83 5.83030 Left
86 6.14605 Left
90 4.83947 Left
96 4.88446 Left
100 5.41999 Left
103 3.65997 Left
107 4.06972 Left
113 5.05198 Left
116 3.92764 Left
123 4.86941 Left
130 4.09832 Left
134 3.65980 Left
140 7.18104 Left
156 5.54885 Left
163 4.91278 Left
166 3.86266 Left
173 5.10289 Left
179 4.49303 Left
183 4.24552 Left
190 6.38222 Left
196 3.98696 Left
206 5.12735 Left
210 3.87437 Left
213 4.35860 Left
216 4.57171 Left
223 5.20657 Left
230 4.70601 Left
240 5.34153 Left
243 4.53634 Left
246 5.03004 Left
250 7.25211 Left
257 6.49520 Left
260 4.91768 Left
263 4.08955 Left
273 6.25596 Left
280 4.62259 Left
283 5.52997 Left
287 3.66437 Left
290 6.10071 Left
296 3.81486 Left
4 0.70167 Right
38 0.81499 Right
47 2.76448 Right
55 2.56098 Right
57 1.49132 Right
68 4.50012 Right
78 4.71102 Right
88 2.70873 Right
100 1.61315 Right
145 0.75864 Right
181 0.71279 Right
231 0.68773 Right

-1.59

Mouse: 050

Mouse: 050| Intensity: -1.59| Source: KO
x y eye
30 2.85929 Left
41 15.04794 Left
51 36.71110 Left
61 40.03494 Left
71 27.74211 Left
83 14.72025 Left
97 6.98531 Left
37 8.91849 Right
47 22.57525 Right
57 39.02933 Right
67 35.08126 Right
78 18.46301 Right
91 6.61130 Right

Mouse: 056

Mouse: 056| Intensity: -1.59| Source: KO
x y eye
40 19.62917 Left
51 54.28027 Left
60 64.76630 Left
71 36.41080 Left
83 14.64878 Left
96 5.73416 Left
38 6.20342 Right
49 15.33795 Right
58 22.31950 Right
68 14.82989 Right
79 6.51603 Right

Mouse: 060

Mouse: 060| Intensity: -1.59| Source: KO
x y eye
34 22.26385 Left
44 73.69128 Left
52 87.56410 Left
62 71.31407 Left
72 30.16435 Left
34 28.77190 Right
44 81.02941 Right
52 92.50030 Right
62 62.68149 Right
73 25.30563 Right

Mouse: 068

Mouse: 068| Intensity: -1.59| Source: KO
x y eye
33 29.63596 Left
42 72.44137 Left
50 59.97869 Left
59 43.28232 Left
69 15.61478 Left
33 17.26787 Right
42 42.89927 Right
51 65.23362 Right
61 56.80149 Right
72 27.43292 Right

Mouse: 075

Mouse: 075| Intensity: -1.59| Source: KO
x y eye
24 3.43973 Left
26 4.14624 Left
37 35.45948 Left
48 85.64020 Left
58 80.54410 Left
68 37.23550 Left
80 17.95998 Left
93 6.90613 Left
97 4.48810 Left
220 2.10341 Left
227 2.19335 Left
267 2.06904 Left
47 15.75404 Right
56 21.00571 Right
66 25.55872 Right
77 15.19361 Right
87 4.52679 Right
270 7.60630 Right

Mouse: 079

Mouse: 079| Intensity: -1.59| Source: KO
x y eye
-5 5.26200 Left
1 7.79430 Left
6 5.58197 Left
11 7.27599 Left
18 6.58991 Left
22 4.35972 Left
28 8.88443 Left
34 6.14978 Left
40 9.34064 Left
51 20.72458 Left
61 15.22216 Left
68 9.88014 Left
72 6.08624 Left
78 6.13871 Left
84 6.24397 Left
89 5.22542 Left
95 4.64732 Left
101 8.01138 Left
112 5.05374 Left
117 6.54832 Left
128 7.30271 Left
134 7.11639 Left
145 5.29835 Left
151 6.47509 Left
155 5.52063 Left
161 5.60369 Left
168 6.88412 Left
172 7.01316 Left
178 6.41062 Left
184 7.48326 Left
188 5.29015 Left
195 6.18724 Left
201 7.65456 Left
205 6.19207 Left
211 8.38445 Left
217 6.99181 Left
223 4.24442 Left
228 6.83660 Left
234 6.69594 Left
245 6.04743 Left
251 7.83853 Left
262 6.07626 Left
267 4.90064 Left
272 4.70892 Left
278 6.44872 Left
284 6.80360 Left
288 4.24471 Left
295 7.76628 Left
42 2.64175 Right
51 5.36048 Right
59 2.72925 Right
68 1.49337 Right
83 1.23158 Right

-0.06

Mouse: 050

Mouse: 050| Intensity: -0.06| Source: KO
x y eye
4 3.10549 Left
21 5.01583 Left
24 3.77392 Left
36 27.95054 Left
46 67.89303 Left
57 57.43788 Left
69 29.49486 Left
81 15.68046 Left
93 5.53632 Left
97 5.00484 Left
254 2.95780 Left
32 23.81892 Right
43 65.59534 Right
53 77.07165 Right
64 50.76344 Right
75 21.92732 Right

Mouse: 056

Mouse: 056| Intensity: -0.06| Source: KO
x y eye
35 46.31407 Left
46 106.22338 Left
56 93.47642 Left
68 50.50518 Left
81 19.78699 Left
33 16.61695 Right
43 43.61639 Right
54 48.06348 Right
65 30.18089 Right
77 11.95842 Right

Mouse: 060

Mouse: 060| Intensity: -0.06| Source: KO
x y eye
30 46.51581 Left
40 111.99978 Left
49 117.13119 Left
59 68.65505 Left
70 26.04505 Left
30 53.25279 Right
40 134.71928 Right
49 121.08105 Right
60 74.53383 Right
70 31.70463 Right

Mouse: 068

Mouse: 068| Intensity: -0.06| Source: KO
x y eye
29 59.57390 Left
38 109.20719 Left
47 82.32728 Left
57 44.31515 Left
67 19.69822 Left
29 50.09436 Right
39 116.14892 Right
48 110.17638 Right
58 68.78851 Right
69 26.86451 Right

Mouse: 075

Mouse: 075| Intensity: -0.06| Source: KO
x y eye
33 73.75935 Left
43 151.03582 Left
54 103.96896 Left
66 51.35294 Left
47 15.75404 Right
56 21.00571 Right
66 25.55872 Right
77 15.19361 Right
87 4.52679 Right
270 7.60630 Right

Mouse: 079

Mouse: 079| Intensity: -0.06| Source: KO
x y eye
-4 5.78964 Left
6 6.23669 Left
12 6.60679 Left
22 7.07427 Left
36 16.71529 Left
45 29.32030 Left
56 20.12316 Left
66 9.16035 Left
69 11.67743 Left
79 9.89216 Left
82 5.28669 Left
95 7.19434 Left
106 4.98547 Left
112 6.42535 Left
129 7.57709 Left
139 5.59521 Left
145 5.14056 Left
156 4.97819 Left
162 7.08828 Left
172 5.76715 Left
179 8.02478 Left
202 5.00602 Left
206 6.52052 Left
212 6.92149 Left
222 5.76415 Left
229 6.31581 Left
235 4.98947 Left
239 5.74853 Left
246 7.03257 Left
252 5.34783 Left
256 6.76475 Left
262 7.66700 Left
272 6.67672 Left
279 7.60535 Left
283 4.95081 Left
289 6.53250 Left
296 6.61044 Left
34 7.01525 Right
44 19.50159 Right
54 18.69311 Right
66 9.41596 Right
77 4.13087 Right

0.6

Mouse: 050

Mouse: 050| Intensity: 0.6| Source: KO
x y eye
31 49.78273 Left
42 82.66224 Left
54 61.39012 Left
67 29.64896 Left
28 43.79021 Right
38 92.09846 Right
50 87.45111 Right
61 49.71952 Right

Mouse: 056

Mouse: 056| Intensity: 0.6| Source: KO
x y eye
31 70.12383 Left
42 118.56385 Left
54 97.97693 Left
66 46.29185 Left
29 30.97650 Right
39 68.48527 Right
51 58.75745 Right
62 31.14447 Right

Mouse: 060

Mouse: 060| Intensity: 0.6| Source: KO
x y eye
27 64.98274 Left
36 147.26641 Left
46 133.52426 Left
57 67.06527 Left
69 21.36611 Left
26 80.06940 Right
36 182.43392 Right
47 150.19855 Right
57 88.60469 Right
68 33.59875 Right

Mouse: 068

Mouse: 068| Intensity: 0.6| Source: KO
x y eye
26 83.90998 Left
35 157.41022 Left
45 98.75378 Left
55 44.29367 Left
26 86.93783 Right
35 171.13937 Right
46 128.66938 Right
57 70.50991 Right

Mouse: 075

Mouse: 075| Intensity: 0.6| Source: KO
x y eye
29 105.02216 Left
40 182.66407 Left
51 117.31433 Left
63 55.17805 Left
28 19.18631 Right
38 51.81655 Right
48 51.70902 Right
59 37.77697 Right
70 15.33252 Right

Mouse: 079

Mouse: 079| Intensity: 0.6| Source: KO
x y eye
-6 8.46014 Left
-1 6.53346 Left
4 9.45455 Left
11 4.86958 Left
15 10.21070 Left
21 10.26372 Left
31 26.41698 Left
42 30.70039 Left
54 28.86279 Left
65 19.18468 Left
77 9.84038 Left
81 6.58615 Left
87 7.13933 Left
93 7.15245 Left
98 6.76162 Left
104 10.44097 Left
110 6.24976 Left
115 6.09453 Left
121 7.65813 Left
126 5.59352 Left
132 8.31387 Left
137 9.02943 Left
143 6.48853 Left
148 7.00282 Left
155 7.55989 Left
160 5.01054 Left
165 6.92436 Left
171 8.52023 Left
177 5.74109 Left
181 7.21096 Left
187 8.75355 Left
193 5.83599 Left
198 5.34108 Left
204 10.18186 Left
211 6.14950 Left
215 8.75455 Left
221 8.89913 Left
227 5.80937 Left
232 6.83945 Left
238 9.83478 Left
244 6.93985 Left
248 7.28657 Left
254 8.68138 Left
260 7.67981 Left
265 7.68708 Left
271 9.44656 Left
277 6.38702 Left
282 8.62109 Left
287 8.39548 Left
294 6.67378 Left
298 9.04969 Left
30 21.91497 Right
40 42.67022 Right
51 34.28571 Right
64 17.38933 Right

2.22

Mouse: 050

Mouse: 050| Intensity: 2.22| Source: KO
x y eye
32 45.51717 Left
43 82.35473 Left
55 61.51139 Left
68 29.20859 Left
29 35.97095 Right
40 81.13014 Right
51 80.78584 Right
63 47.45336 Right
75 14.79240 Right

Mouse: 056

Mouse: 056| Intensity: 2.22| Source: KO
x y eye
6 20.59135 Left
16 23.59416 Left
28 108.92614 Left
39 114.07739 Left
52 48.48905 Left
66 32.83179 Left
83 11.89059 Left
26 52.20735 Right
37 73.30768 Right
50 34.80867 Right
63 22.29682 Right

Mouse: 060

Mouse: 060| Intensity: 2.22| Source: KO
x y eye
25 91.56999 Left
35 160.95462 Left
46 147.19777 Left
58 68.94436 Left
24 104.56468 Right
34 194.63833 Right
46 140.30512 Right
57 74.00779 Right

Mouse: 068

Mouse: 068| Intensity: 2.22| Source: KO
x y eye
5 33.93080 Left
14 24.15333 Left
23 117.48107 Left
33 177.09192 Left
44 99.71423 Left
56 40.69156 Left
23 121.62816 Right
33 175.62851 Right
46 94.55832 Right
58 47.99301 Right

Mouse: 075

Mouse: 075| Intensity: 2.22| Source: KO
x y eye
30 88.85067 Left
41 177.04845 Left
52 114.52900 Left
65 61.50321 Left
29 15.72446 Right
39 43.33588 Right
50 50.30330 Right
60 41.06625 Right
71 15.18844 Right

Mouse: 079

Mouse: 079| Intensity: 2.22| Source: KO
x y eye
2 7.76478 Left
12 7.12989 Left
18 11.73006 Left
28 38.51481 Left
39 37.38177 Left
52 30.23555 Left
63 9.49876 Left
68 11.58810 Left
78 7.71774 Left
85 9.75305 Left
95 8.37449 Left
101 9.33190 Left
118 8.41433 Left
135 9.83136 Left
152 8.90828 Left
169 7.36609 Left
174 9.14833 Left
185 9.65402 Left
195 6.94332 Left
201 8.80737 Left
218 8.25910 Left
235 8.48714 Left
252 9.60282 Left
268 7.25711 Left
278 7.33653 Left
285 8.85938 Left
27 37.90398 Right
37 53.01417 Right
50 24.32342 Right
63 12.29360 Right

p0.6

Mouse: 050

Mouse: 050| Intensity: p0.6| Source: KO
x y eye
31 1.70059 Left
41 2.83479 Left
51 1.61135 Left
97 7.04386 Left
150 8.59829 Left
197 3.26081 Left
206 2.61041 Left
25 1.38038 Right
36 1.64917 Right
42 1.52548 Right
88 4.97093 Right
138 6.24284 Right
182 2.98673 Right
187 2.38030 Right

Mouse: 056

Mouse: 056| Intensity: p0.6| Source: KO
x y eye
38 5.86809 Left
44 6.31614 Left
50 5.69542 Left
86 8.43855 Left
92 14.47531 Left
98 17.60708 Left
144 22.65845 Left
186 3.98446 Left
190 6.50132 Left
192 6.48700 Left
196 7.47854 Left
205 7.22938 Left
210 4.54620 Left
38 3.27895 Right
80 5.29631 Right
86 6.65266 Right
90 6.24472 Right
132 9.82460 Right
172 2.41887 Right
178 4.68607 Right
186 3.01211 Right
190 2.10442 Right

Mouse: 060

Mouse: 060| Intensity: p0.6| Source: KO
x y eye
0 1.91008 Left
10 3.28818 Left
21 3.20518 Left
24 3.34383 Left
33 6.22490 Left
44 5.37287 Left
54 1.39212 Left
57 1.32283 Left
78 4.13050 Left
90 6.79513 Left
99 7.88238 Left
133 5.71548 Left
145 8.02992 Left
154 0.65254 Left
178 4.76071 Left
187 4.64837 Left
190 4.12846 Left
199 4.68132 Left
211 2.88049 Left
221 1.31352 Left
224 1.75155 Left
233 4.15817 Left
244 4.20179 Left
253 1.30621 Left
256 2.54111 Left
266 4.65506 Left
278 4.02164 Left
288 2.59079 Left
-6 3.18728 Right
6 0.90793 Right
16 1.49794 Right
28 3.46965 Right
38 3.62896 Right
49 2.53158 Right
74 1.14316 Right
83 4.97925 Right
94 5.25840 Right
128 4.19365 Right
140 4.45673 Right
149 1.08275 Right
173 3.11273 Right
183 4.13396 Right
195 2.92071 Right
206 1.08946 Right
216 1.50549 Right
228 2.48570 Right
239 1.70931 Right
249 2.79741 Right
261 3.20474 Right
270 0.59194 Right
273 1.48566 Right
283 1.95250 Right
294 2.66621 Right

Mouse: 068

Mouse: 068| Intensity: p0.6| Source: KO
x y eye
25 2.56437 Left
30 2.96143 Left
35 5.19625 Left
45 3.81986 Left
79 2.77191 Left
82 4.46422 Left
91 9.76303 Left
97 6.16287 Left
136 12.15930 Left
144 10.85412 Left
179 2.56615 Left
182 3.43461 Left
190 6.22307 Left
192 6.13135 Left
198 4.32315 Left
201 4.29575 Left
278 2.56710 Left
29 2.71827 Right
34 2.91536 Right
38 2.67757 Right
86 6.05783 Right
90 6.65612 Right
93 6.15179 Right
136 8.06241 Right
138 8.55946 Right
144 5.98483 Right
185 3.42865 Right
193 2.51749 Right
198 1.73170 Right

Mouse: 075

Mouse: 075| Intensity: p0.6| Source: KO
x y eye
-5 6.28511 Left
28 7.26984 Left
41 11.19710 Left
49 9.40911 Left
82 20.82371 Left
85 21.99401 Left
88 19.45456 Left
94 26.26463 Left
139 38.57490 Left
182 19.49242 Left
185 16.29276 Left
188 13.02672 Left
195 14.22754 Left
262 6.19810 Left
11 1.71434 Right
13 1.26694 Right
24 3.00874 Right
29 1.61949 Right
32 3.43024 Right
34 4.26009 Right
37 3.97887 Right
44 4.69638 Right
47 2.98017 Right
49 1.47874 Right
57 1.28192 Right
77 2.36878 Right
80 3.33265 Right
83 4.01745 Right
85 3.76125 Right
90 6.84561 Right
93 3.89556 Right
95 3.07987 Right
98 4.30950 Right
101 2.23058 Right
123 3.19847 Right
126 1.62347 Right
129 2.73347 Right
132 5.15923 Right
136 7.78355 Right
142 6.06407 Right
144 4.70364 Right
147 2.55977 Right
178 4.19388 Right
180 3.29347 Right
183 5.52201 Right
185 2.77576 Right
190 4.90007 Right
193 2.71292 Right
198 3.40795 Right
201 2.06515 Right
203 1.59719 Right
211 2.06493 Right
213 1.42903 Right
224 1.93777 Right
232 1.94753 Right
236 1.44831 Right
244 3.63177 Right
247 1.68303 Right
257 2.38197 Right
265 1.69127 Right
267 2.18899 Right
270 1.86003 Right
278 2.89529 Right
283 1.47944 Right
290 2.01232 Right
292 1.60524 Right

Mouse: 079

Mouse: 079| Intensity: p0.6| Source: KO
x y eye
-8 2.68026 Left
5 1.87996 Left
15 1.10083 Left
18 0.83220 Left
26 1.79923 Left
39 2.18870 Left
46 1.04317 Left
49 1.02002 Left
51 0.81868 Left
60 2.12713 Left
72 1.59293 Left
81 0.93304 Left
84 0.75544 Left
91 2.16876 Left
93 2.33046 Left
105 2.57784 Left
115 0.71530 Left
127 1.23298 Left
139 2.43519 Left
148 2.40893 Left
151 1.60224 Left
158 2.30026 Left
172 0.88724 Left
181 0.90706 Left
184 0.80366 Left
193 2.39819 Left
205 2.27031 Left
215 1.21169 Left
226 1.80383 Left
238 1.72431 Left
248 1.34529 Left
251 0.92155 Left
260 2.14223 Left
272 2.23384 Left
279 0.92046 Left
281 1.18889 Left
284 1.10486 Left
292 1.76868 Left
294 1.66299 Left
34 1.06943 Right
42 1.01833 Right
44 0.96708 Right
91 2.44023 Right
94 2.66141 Right
97 2.68766 Right
99 2.79370 Right
142 3.47503 Right
145 3.65094 Right
190 1.46396 Right
193 1.34060 Right
196 1.21348 Right
199 1.33979 Right

p1.19

Mouse: 050

Mouse: 050| Intensity: p1.19| Source: KO
x y eye
23 2.19582 Left
34 4.21095 Left
43 3.23392 Left
90 9.02154 Left
96 9.05686 Left
144 13.38826 Left
190 5.37118 Left
200 6.14313 Left
256 2.69279 Left
26 2.18011 Right
29 2.39148 Right
34 1.98249 Right
78 6.33905 Right
82 5.81684 Right
89 4.53921 Right
115 1.51052 Right
134 9.80253 Right
178 5.88827 Right
229 2.95622 Right
236 2.66670 Right
240 2.36541 Right
282 1.34636 Right

Mouse: 056

Mouse: 056| Intensity: p1.19| Source: KO
x y eye
23 5.78843 Left
29 7.16971 Left
32 7.55511 Left
47 8.39298 Left
93 25.62658 Left
138 33.16157 Left
190 15.40264 Left
251 6.49574 Left
23 3.33387 Right
29 3.18284 Right
33 3.73889 Right
37 3.78774 Right
77 10.81084 Right
80 10.26830 Right
85 8.99622 Right
128 15.87219 Right
172 10.10180 Right
223 3.10522 Right

Mouse: 060

Mouse: 060| Intensity: p1.19| Source: KO
x y eye
14 5.39865 Left
26 7.66692 Left
35 7.03351 Left
47 3.59811 Left
71 5.70534 Left
76 7.42552 Left
82 12.96878 Left
90 13.01722 Left
127 10.55715 Left
136 18.80686 Left
170 9.16674 Left
181 14.23099 Left
191 6.58704 Left
215 3.09028 Left
224 5.54335 Left
237 6.20240 Left
247 4.61670 Left
258 4.09359 Left
271 3.90152 Left
281 6.21461 Left
291 4.71599 Left
-2 2.90696 Right
8 1.70303 Right
19 4.85552 Right
31 5.65084 Right
41 3.66813 Right
76 10.16926 Right
87 11.33651 Right
95 4.27542 Right
119 4.13395 Right
132 15.88311 Right
139 10.52355 Right
175 8.26311 Right
185 7.71063 Right
197 2.10232 Right
221 2.33648 Right
231 3.81789 Right
240 2.14812 Right
243 2.43380 Right
253 3.63856 Right
264 2.80624 Right
274 3.13503 Right
288 2.12524 Right
298 3.43395 Right

Mouse: 068

Mouse: 068| Intensity: p1.19| Source: KO
x y eye
16 1.63089 Left
23 5.71407 Left
27 6.45613 Left
31 5.35439 Left
36 8.90384 Left
41 2.00726 Left
70 1.57537 Left
76 9.16060 Left
82 13.70265 Left
88 12.36901 Left
131 14.94897 Left
134 15.48843 Left
170 10.10728 Left
176 11.75135 Left
179 12.74982 Left
181 12.51896 Left
188 4.34360 Left
216 2.90070 Left
222 4.25122 Left
224 4.27836 Left
227 2.96240 Left
236 4.13359 Left
242 1.87678 Left
246 1.33800 Left
256 1.16264 Left
270 3.14017 Left
282 2.03350 Left
290 2.59751 Left
20 2.75444 Right
26 4.12188 Right
30 4.09696 Right
36 2.15463 Right
77 8.66958 Right
82 7.58611 Right
127 10.91053 Right
130 10.70439 Right
171 9.67419 Right
174 9.72809 Right
222 3.49673 Right
230 1.87047 Right

Mouse: 075

Mouse: 075| Intensity: p1.19| Source: KO
x y eye
27 14.59164 Left
33 11.43536 Left
36 13.66460 Left
38 13.42558 Left
80 31.66855 Left
83 32.94796 Left
86 29.92786 Left
89 31.94263 Left
133 48.61389 Left
135 48.31870 Left
175 27.61296 Left
179 30.09115 Left
226 8.77777 Left
19 2.08491 Right
21 3.52141 Right
24 3.40701 Right
26 3.35351 Right
29 4.00410 Right
32 6.22564 Right
34 5.35463 Right
41 3.25551 Right
44 1.40603 Right
76 8.45302 Right
80 6.09805 Right
83 7.97343 Right
88 11.39813 Right
114 1.74931 Right
129 12.34114 Right
132 14.03624 Right
162 1.90146 Right
165 3.80782 Right
170 5.37346 Right
175 11.43339 Right
180 10.01939 Right
183 6.95722 Right
186 4.61509 Right
188 2.95256 Right
213 1.36724 Right
219 2.86966 Right
222 4.34733 Right
226 1.46579 Right
229 2.97809 Right
232 3.87163 Right
234 3.54548 Right
242 2.88492 Right
255 1.68849 Right
265 1.58244 Right
267 1.38319 Right
275 2.98108 Right
280 3.23362 Right
288 2.47178 Right
296 1.50223 Right
298 1.57963 Right

Mouse: 079

Mouse: 079| Intensity: p1.19| Source: KO
x y eye
-4 1.29274 Left
7 0.99698 Left
10 0.83019 Left
14 0.69865 Left
19 0.83838 Left
29 1.27802 Left
32 0.78460 Left
34 0.85898 Left
41 1.23508 Left
47 1.23436 Left
53 0.96506 Left
74 1.03953 Left
80 1.38167 Left
83 2.11953 Left
89 1.39056 Left
95 2.20400 Left
99 0.97913 Left
101 1.22215 Left
129 1.03480 Left
135 1.59592 Left
138 2.15185 Left
141 3.76180 Left
144 2.37124 Left
147 1.98477 Left
150 1.55656 Left
153 0.96743 Left
174 1.25112 Left
181 1.47282 Left
183 0.94355 Left
189 2.53786 Left
194 1.86739 Left
199 0.98891 Left
201 0.99262 Left
208 0.99810 Left
235 1.26093 Left
241 1.93623 Left
247 1.03331 Left
250 0.78396 Left
253 1.26629 Left
256 0.89941 Left
262 0.93380 Left
274 1.33898 Left
286 1.09210 Left
289 0.68578 Left
295 0.90285 Left
30 1.30845 Right
32 1.28701 Right
37 1.85324 Right
86 3.50427 Right
91 4.10413 Right
138 5.64758 Right
188 3.75521 Right
237 1.60857 Right

p1.91

Mouse: 050

Mouse: 050| Intensity: p1.91| Source: KO
x y eye
21 3.50116 Left
31 3.83307 Left
34 3.92797 Left
41 2.72954 Left
88 10.91692 Left
94 10.35939 Left
140 14.82461 Left
187 7.72286 Left
194 6.99872 Left
243 4.09185 Left
249 3.13544 Left
252 3.01516 Left
24 2.69818 Right
28 2.26600 Right
74 8.55367 Right
82 5.76613 Right
85 5.55746 Right
110 2.70250 Right
128 12.95640 Right
170 7.50429 Right
176 6.51770 Right
179 6.24167 Right
222 3.83582 Right
228 4.22287 Right
233 3.84820 Right
282 2.10371 Right
287 1.72953 Right

Mouse: 056

Mouse: 056| Intensity: p1.91| Source: KO
x y eye
20 5.93250 Left
25 7.27454 Left
32 10.78454 Left
38 6.49438 Left
44 4.19170 Left
78 19.68078 Left
91 27.67801 Left
135 34.28662 Left
137 33.95930 Left
179 11.58960 Left
186 19.52025 Left
189 18.01950 Left
198 6.91939 Left
232 7.03802 Left
238 6.90567 Left
244 9.70010 Left
253 6.34836 Left
292 4.06248 Left
298 7.77646 Left
20 4.46216 Right
26 4.76848 Right
32 3.24068 Right
72 13.40709 Right
80 9.91233 Right
126 19.00757 Right
171 11.62382 Right
214 4.42529 Right
219 5.38360 Right
225 6.02409 Right
260 2.38675 Right
268 3.93322 Right
271 4.25995 Right

Mouse: 060

Mouse: 060| Intensity: p1.91| Source: KO
x y eye
17 7.38392 Left
24 5.90034 Left
27 7.70986 Left
72 16.45687 Left
84 16.66430 Left
119 5.18245 Left
127 26.41429 Left
172 18.28877 Left
175 18.22740 Left
179 15.88534 Left
182 16.09750 Left
218 5.44720 Left
227 11.34586 Left
237 6.28275 Left
282 4.00403 Left
12 2.11704 Right
23 6.40638 Right
28 3.45663 Right
31 3.43429 Right
34 3.60785 Right
69 13.46403 Right
79 9.66251 Right
82 8.89970 Right
107 3.50478 Right
110 2.52825 Right
113 0.94570 Right
123 19.03004 Right
155 7.18024 Right
168 17.02793 Right
172 13.98404 Right
210 7.01134 Right
212 7.66776 Right
216 6.58493 Right
221 7.72356 Right
233 1.26991 Right
256 0.82079 Right
267 3.27752 Right
277 4.04170 Right
288 3.25201 Right

Mouse: 068

Mouse: 068| Intensity: p1.91| Source: KO
x y eye
11 2.86664 Left
24 13.07086 Left
34 7.64748 Left
70 12.57471 Left
78 16.50502 Left
124 27.44388 Left
158 5.76288 Left
169 27.50577 Left
176 18.34664 Left
214 9.28723 Left
224 15.48139 Left
232 5.17441 Left
267 4.12120 Left
269 3.87861 Left
279 6.16050 Left
290 4.98287 Left
20 5.88713 Right
25 4.57660 Right
28 4.55835 Right
31 3.68366 Right
72 14.20561 Right
78 10.98834 Right
125 21.51551 Right
173 18.27243 Right
218 8.22363 Right
223 7.45111 Right
226 7.30999 Right
271 1.98047 Right
273 1.98457 Right
278 2.51579 Right
284 2.18938 Right
287 1.93942 Right

Mouse: 075

Mouse: 075| Intensity: p1.91| Source: KO
x y eye
23 18.17169 Left
30 12.65394 Left
34 14.30352 Left
75 43.93410 Left
88 39.10097 Left
130 66.53711 Left
175 44.28831 Left
177 45.27627 Left
188 11.71826 Left
222 19.00562 Left
225 18.91405 Left
230 18.01131 Left
235 19.11731 Left
-3 2.16389 Right
4 2.17081 Right
11 0.64956 Right
19 4.61480 Right
22 5.28652 Right
27 5.07953 Right
30 4.96570 Right
37 2.53916 Right
43 0.53649 Right
71 10.69241 Right
73 10.79577 Right
76 8.76445 Right
83 10.03757 Right
85 9.98075 Right
88 3.97379 Right
109 2.05307 Right
119 6.32459 Right
124 14.52676 Right
127 15.10966 Right
129 15.74407 Right
160 5.40559 Right
163 8.32886 Right
171 13.34781 Right
176 14.80553 Right
204 0.45800 Right
208 8.65128 Right
211 11.82163 Right
218 11.40833 Right
222 8.24388 Right
224 10.51593 Right
227 5.09781 Right
230 7.87579 Right
235 0.33644 Right
238 1.67657 Right
263 6.52051 Right
271 5.86237 Right
276 5.58675 Right
284 6.73758 Right
291 2.82207 Right
296 2.44594 Right

Mouse: 079

Mouse: 079| Intensity: p1.91| Source: KO
x y eye
-8 0.81234 Left
-4 1.48569 Left
4 1.85610 Left
7 1.20335 Left
14 0.55319 Left
17 1.74646 Left
22 0.58118 Left
25 0.57808 Left
28 2.17323 Left
38 1.17589 Left
41 0.97343 Left
50 1.52078 Left
61 0.60489 Left
71 0.69943 Left
74 2.44379 Left
83 3.48433 Left
89 1.28015 Left
92 2.16365 Left
95 3.02066 Left
117 0.58404 Left
128 2.73841 Left
138 4.40597 Left
140 4.44064 Left
149 1.41976 Left
171 0.16531 Left
174 0.74287 Left
177 0.85838 Left
179 0.91368 Left
183 3.47933 Left
186 1.76333 Left
189 1.54802 Left
195 3.95329 Left
202 0.53014 Left
205 1.20882 Left
207 1.24233 Left
228 1.37817 Left
238 2.60250 Left
240 2.65944 Left
243 1.54389 Left
251 3.02548 Left
256 0.16272 Left
259 0.60537 Left
262 1.69835 Left
271 0.37759 Left
274 0.64418 Left
283 1.10425 Left
292 0.58570 Left
295 1.21930 Left
18 1.17250 Right
20 1.59066 Right
23 1.62016 Right
32 1.68296 Right
35 1.53428 Right
37 1.50422 Right
80 4.70150 Right
84 4.64048 Right
89 5.60547 Right
92 5.35586 Right
135 9.08007 Right
181 5.05665 Right
184 5.81056 Right
187 5.76126 Right
189 5.74401 Right
238 3.75887 Right
243 3.80022 Right
246 3.23558 Right
286 1.23104 Right
289 1.63520 Right
292 2.00624 Right
294 1.62114 Right
297 1.55082 Right

p2.22

Mouse: 050

Mouse: 050| Intensity: p2.22| Source: KO
x y eye
25 4.00502 Left
31 3.52763 Left
37 3.22380 Left
83 10.27163 Left
92 12.01685 Left
138 18.22544 Left
190 9.31676 Left
239 4.98179 Left
244 5.02419 Left
22 3.07832 Right
29 1.74098 Right
73 8.47724 Right
85 5.55324 Right
109 3.57920 Right
127 14.28879 Right
168 7.84989 Right
173 8.62525 Right
177 8.04797 Right
220 5.22208 Right
223 5.51090 Right
268 2.29476 Right
271 2.93456 Right
275 2.98162 Right
277 2.96247 Right

Mouse: 056

Mouse: 056| Intensity: p2.22| Source: KO
x y eye
22 9.77032 Left
28 7.81834 Left
34 7.63216 Left
80 19.65761 Left
88 27.46623 Left
135 40.04886 Left
188 22.25285 Left
235 9.61135 Left
241 12.01911 Left
246 8.15617 Left
288 6.59759 Left
294 8.58378 Left
16 2.35782 Right
22 3.79112 Right
28 4.24742 Right
34 2.06651 Right
71 13.10538 Right
82 10.45551 Right
126 20.20079 Right
168 13.30609 Right
219 7.76323 Right
221 7.75126 Right
262 4.76185 Right
270 6.74230 Right
274 5.86384 Right

Mouse: 060

Mouse: 060| Intensity: p2.22| Source: KO
x y eye
22 7.47926 Left
25 5.06464 Left
28 4.01148 Left
32 3.90984 Left
35 3.52968 Left
70 13.77050 Left
73 13.08996 Left
77 12.51793 Left
80 13.67503 Left
87 10.49665 Left
126 27.56124 Left
169 21.55132 Left
174 22.87859 Left
214 8.26058 Left
222 14.77049 Left
232 5.68935 Left
269 5.27460 Left
274 6.43505 Left
278 7.66276 Left
5 1.52288 Right
18 4.74408 Right
23 5.28845 Right
28 4.55143 Right
70 16.66139 Right
77 8.38312 Right
82 11.12347 Right
105 9.54972 Right
123 23.38568 Right
152 3.26136 Right
170 19.83179 Right
205 5.70664 Right
213 10.05333 Right
216 11.34119 Right
218 11.83003 Right
257 2.55640 Right
261 4.91038 Right
264 5.15547 Right
272 6.47209 Right
279 1.52560 Right

Mouse: 068

Mouse: 068| Intensity: p2.22| Source: KO
x y eye
18 6.81652 Left
27 9.30512 Left
33 3.02430 Left
37 4.45496 Left
71 19.37197 Left
81 16.24684 Left
124 28.97867 Left
167 28.95576 Left
170 29.60360 Left
215 20.01816 Left
223 7.56660 Left
260 7.66420 Left
263 7.52246 Left
267 6.04617 Left
271 9.08896 Left
19 5.27331 Right
21 5.73810 Right
25 5.26844 Right
69 14.96860 Right
76 12.23921 Right
101 1.96088 Right
121 26.99330 Right
167 25.28453 Right
214 13.47935 Right
260 3.59998 Right
267 6.86248 Right
270 5.89621 Right

Mouse: 075

Mouse: 075| Intensity: p2.22| Source: KO
x y eye
22 12.73179 Left
25 14.42995 Left
30 14.31476 Left
74 44.94684 Left
87 39.58389 Left
129 73.02972 Left
174 45.45751 Left
177 44.55130 Left
221 19.89474 Left
226 22.01549 Left
231 25.65400 Left
234 21.27057 Left
276 13.50401 Left
286 13.11386 Left
15 2.72717 Right
18 4.43197 Right
21 5.97665 Right
23 6.74776 Right
26 8.15175 Right
29 4.54337 Right
31 3.96509 Right
39 3.24322 Right
69 10.46639 Right
72 14.36466 Right
77 8.98365 Right
80 8.53670 Right
82 9.81223 Right
84 8.85430 Right
87 7.33384 Right
90 3.47584 Right
108 5.94680 Right
110 2.54501 Right
118 4.54002 Right
123 17.52152 Right
126 20.51701 Right
131 12.76503 Right
157 2.77746 Right
159 7.60255 Right
164 9.04156 Right
169 14.85038 Right
172 18.45269 Right
175 15.80631 Right
177 13.46988 Right
180 9.80061 Right
213 5.96742 Right
216 8.28199 Right
218 8.35619 Right
220 11.21719 Right
223 9.84472 Right
226 12.43512 Right
229 6.98668 Right
233 4.24959 Right
238 2.79333 Right
259 3.05828 Right
267 2.51285 Right
269 5.32002 Right
272 6.06343 Right
274 7.80629 Right
277 7.76682 Right
280 5.53834 Right
282 5.00355 Right
285 4.33010 Right
287 4.30382 Right
290 3.61694 Right

Mouse: 079

Mouse: 079| Intensity: p2.22| Source: KO
x y eye
-5 4.67456 Left
1 2.28750 Left
3 1.12474 Left
7 1.79779 Left
13 1.44453 Left
15 1.86168 Left
22 1.76682 Left
25 0.98859 Left
28 2.89366 Left
34 1.22524 Left
37 0.65178 Left
40 1.88121 Left
49 1.75102 Left
55 0.43683 Left
61 0.96189 Left
67 0.87168 Left
73 2.46765 Left
76 1.71720 Left
82 3.91931 Left
85 1.99121 Left
88 2.95879 Left
94 4.27539 Left
101 0.76103 Left
116 1.25479 Left
119 0.21162 Left
121 1.63861 Left
125 0.92105 Left
128 3.63203 Left
131 1.83235 Left
134 5.33241 Left
137 4.84889 Left
140 5.92329 Left
146 1.75758 Left
149 2.54982 Left
173 2.08875 Left
176 1.47728 Left
182 4.69923 Left
185 1.76822 Left
188 3.12109 Left
191 4.40908 Left
194 5.58984 Left
200 2.13040 Left
228 2.92400 Left
234 2.50614 Left
237 2.20432 Left
240 3.61337 Left
243 1.54939 Left
246 2.94642 Left
249 3.90754 Left
252 0.73419 Left
255 1.46326 Left
258 0.69102 Left
261 2.20697 Left
267 0.19988 Left
273 0.62104 Left
282 1.34916 Left
288 1.26935 Left
291 1.25490 Left
294 4.11916 Left
297 0.76088 Left
21 1.58323 Right
24 1.91825 Right
34 1.63958 Right
79 5.18426 Right
83 5.35685 Right
88 5.69860 Right
134 10.40420 Right
177 6.06517 Right
180 7.05674 Right
183 7.24347 Right
233 4.72234 Right
236 4.98981 Right
241 3.66893 Right
282 2.03619 Right
285 2.62280 Right
288 3.06658 Right
293 2.72360 Right

Practice Threshold

mouse_grapher(wt_ko_sheets, intensity = -1.59 , ms_code = "049" , span = 7, threshold = 0.575, time_window = 300, result = "plot")

mouse_grapher(wt_ko_sheets, intensity = -1.59 , ms_code = "049" , span = 7, threshold = 0.59, time_window = 300, result = "table")
## <table class="table table-striped table-condensed" style="margin-left: auto; margin-right: auto;">
## <caption>Mouse: 049| Intensity: -1.59| Source: WT</caption>
##  <thead>
##   <tr>
##    <th style="text-align:center;font-weight: bold;position: sticky; top:0; background-color: #FFFFFF;"> x </th>
##    <th style="text-align:center;font-weight: bold;position: sticky; top:0; background-color: #FFFFFF;"> y </th>
##    <th style="text-align:center;font-weight: bold;position: sticky; top:0; background-color: #FFFFFF;"> eye </th>
##   </tr>
##  </thead>
## <tbody>
##   <tr>
##    <td style="text-align:center;"> 37 </td>
##    <td style="text-align:center;"> 24.35582 </td>
##    <td style="text-align:center;"> Left </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 47 </td>
##    <td style="text-align:center;"> 52.79432 </td>
##    <td style="text-align:center;"> Left </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 55 </td>
##    <td style="text-align:center;"> 57.12852 </td>
##    <td style="text-align:center;"> Left </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 64 </td>
##    <td style="text-align:center;"> 40.12506 </td>
##    <td style="text-align:center;"> Left </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 76 </td>
##    <td style="text-align:center;"> 15.76004 </td>
##    <td style="text-align:center;"> Left </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 35 </td>
##    <td style="text-align:center;"> 6.10514 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 43 </td>
##    <td style="text-align:center;"> 8.59027 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 51 </td>
##    <td style="text-align:center;"> 11.58191 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 58 </td>
##    <td style="text-align:center;"> 7.63463 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 72 </td>
##    <td style="text-align:center;"> 3.26583 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 84 </td>
##    <td style="text-align:center;"> 1.45710 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
##   <tr>
##    <td style="text-align:center;"> 95 </td>
##    <td style="text-align:center;"> 1.42568 </td>
##    <td style="text-align:center;"> Right </td>
##   </tr>
## </tbody>
## </table>